Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 3677 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 244 |
| Duplicate rows (%) | 6.6% |
| Total size in memory | 538.4 KiB |
| Average record size in memory | 149.9 B |
Variable types
| Boolean | 2 |
|---|---|
| Categorical | 5 |
| Numeric | 8 |
Transported has constant value "" | Constant |
| Dataset has 244 (6.6%) duplicate rows | Duplicates |
Cabin_deck is highly overall correlated with HomePlanet | High correlation |
Consumption_Basic is highly overall correlated with Consumption_High_End and 5 other fields | High correlation |
Consumption_High_End is highly overall correlated with Consumption_Basic and 5 other fields | High correlation |
CryoSleep is highly overall correlated with FoodCourt and 3 other fields | High correlation |
FoodCourt is highly overall correlated with Consumption_Basic and 4 other fields | High correlation |
HomePlanet is highly overall correlated with Cabin_deck | High correlation |
RoomService is highly overall correlated with Consumption_Basic and 1 other fields | High correlation |
ShoppingMall is highly overall correlated with Consumption_Basic and 2 other fields | High correlation |
Spa is highly overall correlated with Consumption_Basic and 4 other fields | High correlation |
VRDeck is highly overall correlated with Consumption_Basic and 4 other fields | High correlation |
VIP is highly imbalanced (88.1%) | Imbalance |
RoomService has 3313 (90.1%) zeros | Zeros |
FoodCourt has 2988 (81.3%) zeros | Zeros |
ShoppingMall has 3113 (84.7%) zeros | Zeros |
Spa has 3171 (86.2%) zeros | Zeros |
VRDeck has 3208 (87.2%) zeros | Zeros |
Consumption_High_End has 2909 (79.1%) zeros | Zeros |
Consumption_Basic has 2799 (76.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-07 11:31:46.745777 |
|---|---|
| Analysis finished | 2024-05-07 11:32:10.644319 |
| Duration | 23.9 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
CryoSleep
Boolean
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 161.4 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2518 | |
| False | 1159 |
Destination
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 186.5 KiB |
| TRAPPIST-1e | |
|---|---|
| 55 Cancri e | |
| PSO J318.5-22 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.186021 |
| Min length | 11 |
Characters and Unicode
| Total characters | 41131 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRAPPIST-1e |
|---|---|
| 2nd row | TRAPPIST-1e |
| 3rd row | 55 Cancri e |
| 4th row | TRAPPIST-1e |
| 5th row | 55 Cancri e |
Common Values
| Value | Count | Frequency (%) |
| TRAPPIST-1e | 2335 | |
| 55 Cancri e | 1000 | |
| PSO J318.5-22 | 342 | 9.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| trappist-1e | 2335 | |
| 55 | 1000 | |
| cancri | 1000 | |
| e | 1000 | |
| pso | 342 | 5.7% |
| j318.5-22 | 342 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 5012 | |
| T | 4670 | |
| e | 3335 | 8.1% |
| S | 2677 | 6.5% |
| - | 2677 | 6.5% |
| 1 | 2677 | 6.5% |
| 5 | 2342 | 5.7% |
| 2342 | 5.7% | |
| A | 2335 | 5.7% |
| I | 2335 | 5.7% |
| Other values (13) | 10729 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 41131 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 5012 | |
| T | 4670 | |
| e | 3335 | 8.1% |
| S | 2677 | 6.5% |
| - | 2677 | 6.5% |
| 1 | 2677 | 6.5% |
| 5 | 2342 | 5.7% |
| 2342 | 5.7% | |
| A | 2335 | 5.7% |
| I | 2335 | 5.7% |
| Other values (13) | 10729 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 41131 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 5012 | |
| T | 4670 | |
| e | 3335 | 8.1% |
| S | 2677 | 6.5% |
| - | 2677 | 6.5% |
| 1 | 2677 | 6.5% |
| 5 | 2342 | 5.7% |
| 2342 | 5.7% | |
| A | 2335 | 5.7% |
| I | 2335 | 5.7% |
| Other values (13) | 10729 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 41131 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 5012 | |
| T | 4670 | |
| e | 3335 | 8.1% |
| S | 2677 | 6.5% |
| - | 2677 | 6.5% |
| 1 | 2677 | 6.5% |
| 5 | 2342 | 5.7% |
| 2342 | 5.7% | |
| A | 2335 | 5.7% |
| I | 2335 | 5.7% |
| Other values (13) | 10729 |
VIP
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 161.4 KiB |
| False | |
|---|---|
| True | 59 |
| Value | Count | Frequency (%) |
| False | 3618 | |
| True | 59 | 1.6% |
RoomService
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 174 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.107996 |
| Minimum | 0 |
|---|---|
| Maximum | 3478 |
| Zeros | 3313 |
| Zeros (%) | 90.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 31 |
| Maximum | 3478 |
| Range | 3478 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 109.06432 |
|---|---|
| Coefficient of variation (CV) | 8.3204421 |
| Kurtosis | 432.1375 |
| Mean | 13.107996 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.071429 |
| Sum | 48198.1 |
| Variance | 11895.026 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3313 | |
| 2 | 26 | 0.7% |
| 1 | 26 | 0.7% |
| 3 | 16 | 0.4% |
| 8 | 11 | 0.3% |
| 5 | 9 | 0.2% |
| 4 | 8 | 0.2% |
| 6 | 7 | 0.2% |
| 30 | 6 | 0.2% |
| 27 | 6 | 0.2% |
| Other values (164) | 249 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 3313 | |
| 1 | 26 | 0.7% |
| 1.077766015 | 1 | < 0.1% |
| 2 | 26 | 0.7% |
| 3 | 16 | 0.4% |
| 4 | 8 | 0.2% |
| 5 | 9 | 0.2% |
| 6 | 7 | 0.2% |
| 7 | 3 | 0.1% |
| 8 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 3478 | 1 | |
| 2416 | 1 | |
| 2233 | 1 | |
| 1719 | 1 | |
| 1577 | 1 | |
| 1339 | 1 | |
| 1006 | 1 | |
| 1004 | 1 | |
| 987 | 1 | |
| 962 | 1 |
FoodCourt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 620 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 539.64078 |
| Minimum | 0 |
|---|---|
| Maximum | 29813 |
| Zeros | 2988 |
| Zeros (%) | 81.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3733.2 |
| Maximum | 29813 |
| Range | 29813 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1995.6508 |
|---|---|
| Coefficient of variation (CV) | 3.6981096 |
| Kurtosis | 59.276098 |
| Mean | 539.64078 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5240281 |
| Sum | 1984259.1 |
| Variance | 3982622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2988 | |
| 1 | 8 | 0.2% |
| 2 | 7 | 0.2% |
| 4 | 4 | 0.1% |
| 3 | 4 | 0.1% |
| 6 | 4 | 0.1% |
| 30 | 3 | 0.1% |
| 166 | 3 | 0.1% |
| 716 | 3 | 0.1% |
| 784 | 3 | 0.1% |
| Other values (610) | 650 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 2988 | |
| 1 | 8 | 0.2% |
| 2 | 7 | 0.2% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
| 6 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29813 | 1 | |
| 27723 | 1 | |
| 27071 | 1 | |
| 26830 | 1 | |
| 18481 | 1 | |
| 17958 | 1 | |
| 17901 | 1 | |
| 17687 | 1 | |
| 17432 | 1 | |
| 17394 | 1 |
ShoppingMall
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 437 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.93278 |
| Minimum | 0 |
|---|---|
| Maximum | 23492 |
| Zeros | 3113 |
| Zeros (%) | 84.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 980.2 |
| Maximum | 23492 |
| Range | 23492 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 746.54144 |
|---|---|
| Coefficient of variation (CV) | 4.472108 |
| Kurtosis | 302.43738 |
| Mean | 166.93278 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.00622 |
| Sum | 613811.85 |
| Variance | 557324.12 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3113 | |
| 1 | 15 | 0.4% |
| 3 | 11 | 0.3% |
| 5 | 9 | 0.2% |
| 2 | 8 | 0.2% |
| 9 | 5 | 0.1% |
| 4 | 4 | 0.1% |
| 15 | 4 | 0.1% |
| 885 | 4 | 0.1% |
| 13 | 4 | 0.1% |
| Other values (427) | 500 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 3113 | |
| 1 | 15 | 0.4% |
| 2 | 8 | 0.2% |
| 3 | 11 | 0.3% |
| 4 | 4 | 0.1% |
| 5 | 9 | 0.2% |
| 6 | 3 | 0.1% |
| 7 | 3 | 0.1% |
| 8 | 3 | 0.1% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 23492 | 1 | |
| 12253 | 1 | |
| 9058 | 1 | |
| 7810 | 1 | |
| 7185 | 1 | |
| 7148 | 1 | |
| 7104 | 1 | |
| 6805 | 1 | |
| 6331 | 1 | |
| 6221 | 1 |
Spa
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 242 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.917445 |
| Minimum | 0 |
|---|---|
| Maximum | 2279 |
| Zeros | 3171 |
| Zeros (%) | 86.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 95 |
| Maximum | 2279 |
| Range | 2279 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 145.58065 |
|---|---|
| Coefficient of variation (CV) | 5.617091 |
| Kurtosis | 93.654741 |
| Mean | 25.917445 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.7609695 |
| Sum | 95298.447 |
| Variance | 21193.725 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3171 | |
| 1 | 41 | 1.1% |
| 2 | 34 | 0.9% |
| 5 | 19 | 0.5% |
| 3 | 17 | 0.5% |
| 4 | 10 | 0.3% |
| 10 | 9 | 0.2% |
| 6 | 9 | 0.2% |
| 12 | 8 | 0.2% |
| 7 | 8 | 0.2% |
| Other values (232) | 351 | 9.5% |
| Value | Count | Frequency (%) |
| 0 | 3171 | |
| 1 | 41 | 1.1% |
| 2 | 34 | 0.9% |
| 3 | 17 | 0.5% |
| 4 | 10 | 0.3% |
| 5 | 19 | 0.5% |
| 6 | 9 | 0.2% |
| 7 | 8 | 0.2% |
| 8 | 7 | 0.2% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 2279 | 1 | |
| 2241 | 1 | |
| 2121 | 1 | |
| 2008 | 1 | |
| 1953 | 1 | |
| 1743 | 1 | |
| 1679 | 1 | |
| 1517 | 1 | |
| 1433 | 1 | |
| 1366 | 1 |
VRDeck
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 250 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.215892 |
| Minimum | 0 |
|---|---|
| Maximum | 4088 |
| Zeros | 3208 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 118 |
| Maximum | 4088 |
| Range | 4088 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 199.64647 |
|---|---|
| Coefficient of variation (CV) | 5.8349048 |
| Kurtosis | 141.49176 |
| Mean | 34.215892 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.28976 |
| Sum | 125811.84 |
| Variance | 39858.714 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3208 | |
| 1 | 32 | 0.9% |
| 2 | 21 | 0.6% |
| 5 | 15 | 0.4% |
| 3 | 12 | 0.3% |
| 4 | 11 | 0.3% |
| 6 | 11 | 0.3% |
| 7 | 10 | 0.3% |
| 8 | 9 | 0.2% |
| 12 | 7 | 0.2% |
| Other values (240) | 341 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 3208 | |
| 1 | 32 | 0.9% |
| 2 | 21 | 0.6% |
| 3 | 12 | 0.3% |
| 4 | 11 | 0.3% |
| 5 | 15 | 0.4% |
| 6 | 11 | 0.3% |
| 7 | 10 | 0.3% |
| 8 | 9 | 0.2% |
| 9 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 4088 | 1 | |
| 3875 | 1 | |
| 3146 | 1 | |
| 2491 | 1 | |
| 2453 | 1 | |
| 2428 | 1 | |
| 2275 | 1 | |
| 2102 | 1 | |
| 1960 | 1 | |
| 1937 | 1 |
Cabin_deck
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 186.5 KiB |
| G | |
|---|---|
| F | |
| B | |
| C | |
| E | |
| Other values (3) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | F |
|---|---|
| 2nd row | G |
| 3rd row | B |
| 4th row | B |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| G | 1180 | |
| F | 963 | |
| B | 585 | |
| C | 470 | 12.8% |
| E | 205 | 5.6% |
| D | 163 | 4.4% |
| A | 110 | 3.0% |
| T | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| g | 1180 | |
| f | 963 | |
| b | 585 | |
| c | 470 | 12.8% |
| e | 205 | 5.6% |
| d | 163 | 4.4% |
| a | 110 | 3.0% |
| t | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 1180 | |
| F | 963 | |
| B | 585 | |
| C | 470 | 12.8% |
| E | 205 | 5.6% |
| D | 163 | 4.4% |
| A | 110 | 3.0% |
| T | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 1180 | |
| F | 963 | |
| B | 585 | |
| C | 470 | 12.8% |
| E | 205 | 5.6% |
| D | 163 | 4.4% |
| A | 110 | 3.0% |
| T | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 1180 | |
| F | 963 | |
| B | 585 | |
| C | 470 | 12.8% |
| E | 205 | 5.6% |
| D | 163 | 4.4% |
| A | 110 | 3.0% |
| T | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 1180 | |
| F | 963 | |
| B | 585 | |
| C | 470 | 12.8% |
| E | 205 | 5.6% |
| D | 163 | 4.4% |
| A | 110 | 3.0% |
| T | 1 | < 0.1% |
Group_size
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2017949 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5861434 |
|---|---|
| Coefficient of variation (CV) | 0.72038653 |
| Kurtosis | 2.1093664 |
| Mean | 2.2017949 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5758042 |
| Sum | 8096 |
| Variance | 2.515851 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 1727 | |
| 2 | 799 | |
| 3 | 554 | 15.1% |
| 4 | 250 | 6.8% |
| 5 | 130 | 3.5% |
| 7 | 95 | 2.6% |
| 6 | 91 | 2.5% |
| 8 | 31 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1727 | |
| 2 | 799 | |
| 3 | 554 | 15.1% |
| 4 | 250 | 6.8% |
| 5 | 130 | 3.5% |
| 6 | 91 | 2.5% |
| 7 | 95 | 2.6% |
| 8 | 31 | 0.8% |
| Value | Count | Frequency (%) |
| 8 | 31 | 0.8% |
| 7 | 95 | 2.6% |
| 6 | 91 | 2.5% |
| 5 | 130 | 3.5% |
| 4 | 250 | 6.8% |
| 3 | 554 | 15.1% |
| 2 | 799 | |
| 1 | 1727 |
HomePlanet
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 186.5 KiB |
| Earth | |
|---|---|
| Europa | |
| Mars |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.1422355 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18908 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Earth |
|---|---|
| 2nd row | Earth |
| 3rd row | Europa |
| 4th row | Europa |
| 5th row | Europa |
Common Values
| Value | Count | Frequency (%) |
| Earth | 1528 | |
| Europa | 1336 | |
| Mars | 813 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| earth | 1528 | |
| europa | 1336 | |
| mars | 813 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3677 | |
| r | 3677 | |
| E | 2864 | |
| t | 1528 | |
| h | 1528 | |
| u | 1336 | 7.1% |
| o | 1336 | 7.1% |
| p | 1336 | 7.1% |
| M | 813 | 4.3% |
| s | 813 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18908 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3677 | |
| r | 3677 | |
| E | 2864 | |
| t | 1528 | |
| h | 1528 | |
| u | 1336 | 7.1% |
| o | 1336 | 7.1% |
| p | 1336 | 7.1% |
| M | 813 | 4.3% |
| s | 813 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18908 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3677 | |
| r | 3677 | |
| E | 2864 | |
| t | 1528 | |
| h | 1528 | |
| u | 1336 | 7.1% |
| o | 1336 | 7.1% |
| p | 1336 | 7.1% |
| M | 813 | 4.3% |
| s | 813 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18908 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3677 | |
| r | 3677 | |
| E | 2864 | |
| t | 1528 | |
| h | 1528 | |
| u | 1336 | 7.1% |
| o | 1336 | 7.1% |
| p | 1336 | 7.1% |
| M | 813 | 4.3% |
| s | 813 | 4.3% |
Transported
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 186.5 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3677 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3677 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3677 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3677 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3677 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3677 |
Consumption_High_End
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 420 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.241333 |
| Minimum | 0 |
|---|---|
| Maximum | 4090 |
| Zeros | 2909 |
| Zeros (%) | 79.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 474.6 |
| Maximum | 4090 |
| Range | 4090 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 296.77087 |
|---|---|
| Coefficient of variation (CV) | 4.0519588 |
| Kurtosis | 53.955606 |
| Mean | 73.241333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5078772 |
| Sum | 269308.38 |
| Variance | 88072.947 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2909 | |
| 1 | 20 | 0.5% |
| 2 | 17 | 0.5% |
| 3 | 14 | 0.4% |
| 4 | 13 | 0.4% |
| 6 | 13 | 0.4% |
| 5 | 13 | 0.4% |
| 11 | 12 | 0.3% |
| 10 | 8 | 0.2% |
| 17 | 8 | 0.2% |
| Other values (410) | 650 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 2909 | |
| 1 | 20 | 0.5% |
| 1.077766015 | 1 | < 0.1% |
| 2 | 17 | 0.5% |
| 3 | 14 | 0.4% |
| 4 | 13 | 0.4% |
| 5 | 13 | 0.4% |
| 6 | 13 | 0.4% |
| 7 | 7 | 0.2% |
| 8 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 4090 | 1 | |
| 3877 | 1 | |
| 3696 | 1 | |
| 3348 | 1 | |
| 3151 | 1 | |
| 2904 | 1 | |
| 2879 | 1 | |
| 2866 | 1 | |
| 2769.583829 | 1 | |
| 2652 | 1 |
Consumption_Basic
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 765 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 706.57356 |
| Minimum | 0 |
|---|---|
| Maximum | 29813 |
| Zeros | 2799 |
| Zeros (%) | 76.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 186.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4315.4 |
| Maximum | 29813 |
| Range | 29813 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2132.4919 |
|---|---|
| Coefficient of variation (CV) | 3.0180749 |
| Kurtosis | 48.431956 |
| Mean | 706.57356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8140478 |
| Sum | 2598071 |
| Variance | 4547521.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2799 | |
| 690 | 4 | 0.1% |
| 717 | 4 | 0.1% |
| 774 | 4 | 0.1% |
| 809 | 4 | 0.1% |
| 785 | 4 | 0.1% |
| 893 | 4 | 0.1% |
| 804 | 3 | 0.1% |
| 925 | 3 | 0.1% |
| 790 | 3 | 0.1% |
| Other values (755) | 845 | 23.0% |
| Value | Count | Frequency (%) |
| 0 | 2799 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 107.6886717 | 1 | < 0.1% |
| 171 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29813 | 1 | |
| 27726 | 1 | |
| 27071 | 1 | |
| 26830 | 1 | |
| 23858 | 1 | |
| 18481 | 1 | |
| 18057 | 1 | |
| 17901 | 1 | |
| 17687 | 1 | |
| 17432 | 1 |
Age_group
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 186.5 KiB |
| Young adults | |
|---|---|
| Minor | |
| Middle-aged | |
| Senior | 103 |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 9.9518629 |
| Min length | 5 |
Characters and Unicode
| Total characters | 36593 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Young adults |
|---|---|
| 2nd row | Young adults |
| 3rd row | Minor |
| 4th row | Young adults |
| 5th row | Middle-aged |
Common Values
| Value | Count | Frequency (%) |
| Young adults | 2031 | |
| Minor | 895 | |
| Middle-aged | 648 | 17.6% |
| Senior | 103 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| young | 2031 | |
| adults | 2031 | |
| minor | 895 | |
| middle-aged | 648 | 11.4% |
| senior | 103 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 4062 | |
| d | 3975 | |
| n | 3029 | 8.3% |
| o | 3029 | 8.3% |
| l | 2679 | 7.3% |
| g | 2679 | 7.3% |
| a | 2679 | 7.3% |
| t | 2031 | 5.6% |
| s | 2031 | 5.6% |
| Y | 2031 | 5.6% |
| Other values (7) | 8368 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36593 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 4062 | |
| d | 3975 | |
| n | 3029 | 8.3% |
| o | 3029 | 8.3% |
| l | 2679 | 7.3% |
| g | 2679 | 7.3% |
| a | 2679 | 7.3% |
| t | 2031 | 5.6% |
| s | 2031 | 5.6% |
| Y | 2031 | 5.6% |
| Other values (7) | 8368 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36593 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 4062 | |
| d | 3975 | |
| n | 3029 | 8.3% |
| o | 3029 | 8.3% |
| l | 2679 | 7.3% |
| g | 2679 | 7.3% |
| a | 2679 | 7.3% |
| t | 2031 | 5.6% |
| s | 2031 | 5.6% |
| Y | 2031 | 5.6% |
| Other values (7) | 8368 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36593 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 4062 | |
| d | 3975 | |
| n | 3029 | 8.3% |
| o | 3029 | 8.3% |
| l | 2679 | 7.3% |
| g | 2679 | 7.3% |
| a | 2679 | 7.3% |
| t | 2031 | 5.6% |
| s | 2031 | 5.6% |
| Y | 2031 | 5.6% |
| Other values (7) | 8368 |
| Age_group | Cabin_deck | Consumption_Basic | Consumption_High_End | CryoSleep | Destination | FoodCourt | Group_size | HomePlanet | RoomService | ShoppingMall | Spa | VIP | VRDeck | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age_group | 1.000 | 0.175 | 0.112 | 0.099 | 0.028 | 0.050 | 0.102 | -0.181 | 0.186 | 0.089 | 0.109 | 0.086 | 0.069 | 0.060 |
| Cabin_deck | 0.175 | 1.000 | -0.149 | -0.173 | 0.202 | 0.303 | -0.179 | -0.161 | 0.852 | -0.053 | -0.006 | -0.202 | 0.165 | -0.207 |
| Consumption_Basic | 0.112 | -0.149 | 1.000 | 0.918 | 0.424 | 0.072 | 0.876 | -0.123 | 0.233 | 0.580 | 0.724 | 0.740 | 0.236 | 0.714 |
| Consumption_High_End | 0.099 | -0.173 | 0.918 | 1.000 | 0.352 | 0.054 | 0.818 | -0.105 | 0.174 | 0.639 | 0.633 | 0.803 | 0.237 | 0.770 |
| CryoSleep | 0.028 | 0.202 | 0.424 | 0.352 | 1.000 | 0.085 | -0.703 | -0.015 | 0.137 | -0.488 | -0.625 | -0.587 | 0.087 | -0.562 |
| Destination | 0.050 | 0.303 | 0.072 | 0.054 | 0.085 | 1.000 | 0.024 | -0.036 | 0.304 | 0.047 | 0.051 | -0.012 | 0.039 | -0.001 |
| FoodCourt | 0.102 | -0.179 | 0.876 | 0.818 | -0.703 | 0.024 | 1.000 | -0.081 | 0.229 | 0.451 | 0.464 | 0.698 | 0.236 | 0.694 |
| Group_size | -0.181 | -0.161 | -0.123 | -0.105 | -0.015 | -0.036 | -0.081 | 1.000 | 0.235 | -0.104 | -0.140 | -0.043 | 0.033 | -0.042 |
| HomePlanet | 0.186 | 0.852 | 0.233 | 0.174 | 0.137 | 0.304 | 0.229 | 0.235 | 1.000 | -0.003 | -0.131 | -0.026 | 0.154 | -0.036 |
| RoomService | 0.089 | -0.053 | 0.580 | 0.639 | -0.488 | 0.047 | 0.451 | -0.104 | -0.003 | 1.000 | 0.500 | 0.366 | 0.000 | 0.320 |
| ShoppingMall | 0.109 | -0.006 | 0.724 | 0.633 | -0.625 | 0.051 | 0.464 | -0.140 | -0.131 | 0.500 | 1.000 | 0.428 | 0.000 | 0.409 |
| Spa | 0.086 | -0.202 | 0.740 | 0.803 | -0.587 | -0.012 | 0.698 | -0.043 | -0.026 | 0.366 | 0.428 | 1.000 | 0.206 | 0.599 |
| VIP | 0.069 | 0.165 | 0.236 | 0.237 | 0.087 | 0.039 | 0.236 | 0.033 | 0.154 | 0.000 | 0.000 | 0.206 | 1.000 | 0.142 |
| VRDeck | 0.060 | -0.207 | 0.714 | 0.770 | -0.562 | -0.001 | 0.694 | -0.042 | -0.036 | 0.320 | 0.409 | 0.599 | 0.142 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6 | False | TRAPPIST-1e | False | 42.0 | 1539.0 | 3.0 | 0.0 | 0.0 | F | 2 | Earth | 1 | 42.0 | 1542.0 | Young adults |
| 7 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 2 | Earth | 1 | 0.0 | 0.0 | Young adults |
| 9 | True | 55 Cancri e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 3 | Europa | 1 | 0.0 | 0.0 | Minor |
| 10 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 3 | Europa | 1 | 0.0 | 0.0 | Young adults |
| 11 | False | 55 Cancri e | False | 39.0 | 7295.0 | 589.0 | 110.0 | 124.0 | B | 3 | Europa | 1 | 273.0 | 7884.0 | Middle-aged |
| 12 | False | TRAPPIST-1e | False | 73.0 | 0.0 | 1123.0 | 0.0 | 113.0 | F | 1 | Mars | 1 | 186.0 | 1123.0 | Young adults |
| 14 | False | TRAPPIST-1e | False | 8.0 | 974.0 | 12.0 | 2.0 | 7.0 | F | 1 | Earth | 1 | 17.0 | 986.0 | Young adults |
| 18 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 1 | Mars | 1 | 0.0 | 0.0 | Middle-aged |
| 19 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 2 | Earth | 1 | 0.0 | 0.0 | Minor |
| 28 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | C | 1 | Europa | 1 | 0.0 | 0.0 | Senior |
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8643 | True | 55 Cancri e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 1 | Europa | 1 | 0.0 | 0.0 | Young adults |
| 8644 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 2 | Europa | 1 | 0.0 | 0.0 | Young adults |
| 8645 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 2 | Europa | 1 | 0.0 | 0.0 | Young adults |
| 8646 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults |
| 8647 | True | 55 Cancri e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults |
| 8650 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults |
| 8651 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | A | 3 | Europa | 1 | 0.0 | 0.0 | Minor |
| 8653 | False | TRAPPIST-1e | False | 0.0 | 3208.0 | 0.0 | 2.0 | 330.0 | A | 3 | Europa | 1 | 332.0 | 3208.0 | Young adults |
| 8656 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 1872.0 | 1.0 | 0.0 | G | 1 | Earth | 1 | 1.0 | 1872.0 | Young adults |
| 8658 | False | TRAPPIST-1e | False | 126.0 | 4688.0 | 0.0 | 0.0 | 12.0 | E | 2 | Europa | 1 | 138.0 | 4688.0 | Middle-aged |
Most frequently occurring
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 226 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults | 175 |
| 208 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 1 | Mars | 1 | 0.0 | 0.0 | Young adults | 174 |
| 125 | True | PSO J318.5-22 | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults | 109 |
| 224 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Minor | 74 |
| 212 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 2 | Mars | 1 | 0.0 | 0.0 | Young adults | 63 |
| 151 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 2 | Europa | 1 | 0.0 | 0.0 | Young adults | 59 |
| 214 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F | 3 | Mars | 1 | 0.0 | 0.0 | Minor | 53 |
| 104 | True | 55 Cancri e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 1 | 0.0 | 0.0 | Young adults | 52 |
| 49 | True | 55 Cancri e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | B | 1 | Europa | 1 | 0.0 | 0.0 | Young adults | 49 |
| 231 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 3 | Earth | 1 | 0.0 | 0.0 | Minor | 49 |